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» Data Reduction Using Multiple Models Integration
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BIRD
2008
Springer
141views Bioinformatics» more  BIRD 2008»
15 years 7 months ago
Nested q-Partial Graphs for Genetic Network Inference from "Small n, Large p" Microarray Data
Abstract. Gaussian graphical models are widely used to tackle the important and challenging problem of inferring genetic regulatory networks from expression data. These models have...
Kevin Kontos, Gianluca Bontempi
153
Voted
ASPDAC
2009
ACM
110views Hardware» more  ASPDAC 2009»
15 years 11 months ago
A software solution for dynamic stack management on scratch pad memory
Abstract— In an effort to make processors more power efficient scratch pad memory (SPM) have been proposed instead of caches, which can consume majority of processor power. Howe...
Arun Kannan, Aviral Shrivastava, Amit Pabalkar, Jo...
126
Voted
SDM
2007
SIAM
120views Data Mining» more  SDM 2007»
15 years 6 months ago
An Analysis of Logistic Models: Exponential Family Connections and Online Performance
Logistic models are arguably one of the most widely used data analysis techniques. In this paper, we present analyses focussing on two important aspects of logistic models—its r...
Arindam Banerjee
ICASSP
2009
IEEE
15 years 8 months ago
Multichannel nonnegative matrix factorization in convolutive mixtures. With application to blind audio source separation
We consider inference in a general data-driven object-based model of multichannel audio data, assumed generated as a possibly underdetermined convolutive mixture of source signals...
Alexey Ozerov, Cédric Févotte
ICRA
2010
IEEE
225views Robotics» more  ICRA 2010»
15 years 2 months ago
3D reconstruction of fish schooling kinematics from underwater video
This paper describes a probabilistic framework to estimate the shape and position of multiple fish in a school. We model the fish shape as an ellipsoid with a curvature coefficient...
Sachit Butail, Derek A. Paley